Mountain View
biomedical and healthCAre Data Discovery Index Ecosystem
help Advanced Search
Title: ODDs: Occupancy Detection Dataset      
dateReleased:
05-08-2015
downloadURL: http://dx.doi.org/10.7910/DVN/2K9FFE
ID:
doi:10.7910/DVN/2K9FFE
description:
This dataset contains power meter, ambient light, and ambient temperature sensors readings; including weather and daylight data. Sensor readings are at 15 minute intervals for about 8 months. This dataset was originally used in my conference publication An intelligent agent for determining home occupancy using power monitors and light sensors (2011) and the later expanded journal paper Home Occupancy Agent: Occupancy and Sleep Detection (2012). This dataset monitors the same house that AMPds and should have not limited use for testing very low-frequency load disaggregation (nonintrusive load monitoring  or NILM) algorithms and activity inference algorithms.
description:
Makonin, Stephen, 2015, "ODDs: Occupancy Detection Dataset", http://dx.doi.org/10.7910/DVN/2K9FFE, Harvard Dataverse, V1
name:
Makonin, Stephen
homePage: http://www.harvard.edu/
name:
Harvard University
ID:
SCR:011273
abbreviation:
DataVerse
homePage: http://thedata.org/
name:
Dataverse Network Project
ID:
SCR:001997